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Swathi Reddy
Mid-Level Full-Stack Software Engineer specializing in AWS cloud and Python/Java
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About
Accenture consultant who shipped an LLM-based production solution during a client cloud migration to parse application code and identify only the database objects actually used, cutting migration time by 30% and accelerating realization of cloud cost benefits. Emphasizes production robustness with timeouts/retries/fallback routing, validation, observability, and a disciplined eval/monitoring loop that turns failures into regression tests.
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Key Strengths
- Shipped an LLM solution to production for cloud migration acceleration
- Reduced cloud migration time by 30% by extracting only actively used database objects from application code
- Applied production reliability techniques (timeouts, retries, fallback routing, validation, observability)
- Designed evaluation/monitoring loops with offline tests, online metrics, and regression tests from failures
- Diagnosed tool-call failures vs reasoning failures and improved reliability via stricter schemas, retries, routing, and trace-based regression tests
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Experience
Education
Awards
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Publications
1 publication
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